Quang Duong
AI Reviews
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AI, Data Science, Robotics
Best Practices, Tutorial Notebooks, AI Paper Reviews
GET: Goal-directed Exploration and Targeting for Large-Scale Unknown Environments
Integrating LLM-based Semantic Reasoning and Memory for Autonomous Robot Search
May 27, 2025
Hardware-Efficient Attention for Accelerated LLM Decoding
GTA and GLA for Scalable, Low-Latency Language Model Inference
May 27, 2025
Hume: Integrating System-2 Thinking into Vision-Language-Action Robots
A Dual-System Model for Expert Robot Control and Robust Recovery
May 27, 2025
Leveraging Large Language Models for Bengali Math Word Problem Solving
Advancing Multistep Reasoning with Chain-of-Thought and Efficient Fine-Tuning
May 27, 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker
A modular framework for interpretable and context-grounded automated decision making with LLMs
May 27, 2025
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
A multi-agent approach for scalable knowledge integration surpassing LLM context window limits
May 27, 2025
Who Reasons in the Large Language Models?
Probing Reasoning Localization in Transformer Architectures with Diagnostic Tools
May 27, 2025
Hardware-Efficient Attention for Fast Decoding
Optimizing Latency and Throughput in LLM Decoding with GTA & GLA
May 27, 2025
Large Language Models Miss the Multi-Agent Mark
Why Current MAS LLMs Research Falls Short of Classical Multi-Agent Systems Principles
May 27, 2025
Beyond Markovian: Bayes-Adaptive RL for Reflective Exploration in LLMs
BARL: More Efficient and Adaptive Reasoning in Large Language Models
May 26, 2025
KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models
Combining Large Language Models and Food Knowledge Graphs for Personalized Food Recommendation and Recipe Generation
May 20, 2025
Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI
How different LLMs conceptualize sustainability and the implications for AI-driven decision-making
May 20, 2025
Think Only When You Need with Large Hybrid-Reasoning Models
Adaptive Hybrid-Reasoning in Large Language Models for Efficient Problem Solving
May 20, 2025
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